Network Security Situation Assessment Method Based on Markov Game Model

被引：11
|
作者：
Li, Xi [1 ]
Lu, Yu [1 ]
Liu, Sen [2 ]
Nie, Wei [3 ]
机构：
[1] Ordnance Engn Coll, Informat Engn Dept, Shijiazhuang 050003, Hebei, Peoples R China
[2] CETC, Res Inst 54th, Shijiazhuang 050200, Hebei, Peoples R China
[3] Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Peoples R China
来源：
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | 2018年 / 12卷 / 05期
基金：
中国国家自然科学基金;
关键词：
network security; situation assessment; Markov Decision Process; Game theory;
D O I：
10.3837/tiis.2018.05.027
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to solve the problem that the current network security situation assessment methods just focus on the attack behaviors, this paper proposes a kind of network security situation assessment method based on Markov Decision Process and Game theory. The method takes the Markov Game model as the core, and uses the 4 levels data fusion to realize the evaluation of the network security situation. In this process, the Nash equilibrium point of the game is used to determine the impact on the network security. Experiments show that the results of this method are basically consistent with the expert evaluation data. As the method takes full account of the interaction between the attackers and defenders, it is closer to reality, and can accurately assess network security situation.
引用
收藏
页码：2414 / 2428
页数：15
相关论文
共 50 条
  • [21] A Network Security Situation Assessment Method Based On Attack Intention Perception
    Kou Guang
    Tang Guangming
    Ding Xia
    Wang Shuo
    Wang Kun
    [J]. 2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 1138 - 1142
  • [22] A network security situation assessment method based on adversarial deep learning
    Yang, Hongyu
    Zeng, Renyun
    Xu, Guangquan
    Zhang, Liang
    [J]. APPLIED SOFT COMPUTING, 2021, 102
  • [23] Programming method for failure of network security based on game model
    He, Xuansen
    [J]. 2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, : 1549 - 1552
  • [24] A Method Of Network Security Situation Prediction Based on Gray Neural Network Model
    Nian, Liu
    Geng, Li
    Yong, Liu
    [J]. ADVANCED RESEARCH ON MECHANICAL ENGINEERING, INDUSTRY AND MANUFACTURING ENGINEERING, PTS 1 AND 2, 2011, 63-64 : 936 - +
  • [25] Network security situation assessment model based on information quality control
    Ren J.
    [J]. Ren, Junjun (renjunjun9855@163.com), 1600, Totem Publishers Ltd (16): : 673 - 680
  • [26] Network Security Situation Assessment Model Based on GSA-SVM
    Chen, Yu-xin
    Yin, Xiao-chuan
    Sun, Ao
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND NETWORK TECHNOLOGY (CCNT 2018), 2018, 291 : 414 - 420
  • [27] Network Security Situation Assessment Based on HMM
    Zhang, Boyun
    Chen, Zhigang
    Wang, Shulin
    Yan, Xiai
    Zhang, Dingxing
    Fan, Qiang
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2012, 6839 : 387 - +
  • [28] Network Security Situation Assessment Based on FAHP
    Ji Feng-zhu
    Zhou Yun-ting
    Tang Qi-jie
    Hu Fang-xiang
    Ma Shao-feng
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING, 2015, 124 : 1629 - 1634
  • [29] Markov Differential Game Model and Its Application in Network Security
    Zhang H.-W.
    Huang S.-R.
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2019, 47 (03): : 606 - 612
  • [30] Method for assessment of network security situation with deep learning
    Yang H.
    Zeng R.
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2021, 48 (01): : 183 - 190
12345